{"id":"W4414878928","doi":"10.1080/17475759.2025.2549324","title":"A Practice-Based Approach for Intercultural Communication: Towards an Epistemological Integration","year":2025,"lang":"en","type":"article","venue":"Journal of Intercultural Communication Research","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Intertek (Canada)","funders":"","keywords":"Intercultural communication; Identity (music); Key (lock); Term (time)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.009504603,0.0001427102,0.0002870169,0.0003355776,0.001309333,0.0005717439,0.002530918,0.000206405,0.00006899713],"category_scores_gemma":[0.005209775,0.0001002955,0.000243071,0.0004971309,0.000624048,0.001223328,0.0002501322,0.001054188,0.000005678248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008373244,"about_ca_system_score_gemma":0.0003698516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001328475,"about_ca_topic_score_gemma":0.0009397046,"domain_scores_codex":[0.9942057,0.003610691,0.0007608753,0.0001805966,0.0009386338,0.0003035236],"domain_scores_gemma":[0.9896505,0.00171255,0.0004405485,0.0004784927,0.007596565,0.0001212717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.004103884,0.002756893,0.0001606085,0.0001150331,0.000551535,0.000005304843,0.379741,0.0002936565,0.002607379,0.5124843,0.02902932,0.06815113],"study_design_scores_gemma":[0.001628031,0.0007582861,0.0003896145,0.0004778688,0.00006220576,0.00001714058,0.8570497,0.002350291,0.00101462,0.008348526,0.1276599,0.000243821],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3985667,0.009388543,0.02475863,0.2777346,0.000810665,0.002900495,0.00002416297,0.0001426568,0.2856735],"genre_scores_gemma":[0.9735896,0.001824797,0.02226615,0.0004542192,0.0001851017,0.00006507206,0.00009972852,0.000007914049,0.001507404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5750229,"threshold_uncertainty_score":0.9999908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2371066378607534,"score_gpt":0.5315870923931908,"score_spread":0.2944804545324373,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}